Weibull survival model of live-streaming activity
| Variables | Model 1 Only controls | Model 2 Hypothesis 1 | Model 3 Hypothesis 2 | |||
|---|---|---|---|---|---|---|
| Hazard ratio (SE) | p-value | Hazard ratio (SE) | p-value | Hazard ratio (SE) | p-value | |
| Gender | 0.58(0.12) | 0.006** | 0.47(0.11) | 0.001** | ||
| Social unrest | 1.38(0.41) | 0.272 | 1.00(0.35) | 0.990 | ||
| Gender × Social unrest | 2.53(1.19) | 0.048* | ||||
| SEZ | 2.30(0.81) | 0.017* | 2.33(0.83) | 0.017* | 2.34(0.83) | 0.017* |
| Coastal_open_city | 1.12(0.32) | 0.683 | 1.21(0.36) | 0.508 | 1.22(0.36) | 0.490 |
| GDP Growth Rate | 1.02(0.05) | 0.764 | 1.02(0.06) | 0.672 | 1.02(0.06) | 0.677 |
| Num_unemployed | 0.91(0.17) | 0.611 | 0.88(0.16) | 0.477 | 0.88(0.16) | 0.491 |
| Num_hosp | 2.74(1.42) | 0.053 | 2.35(1.22) | 0.099 | 2.64(1.38) | 0.063 |
| Num_bus | 0.87(1.10) | 0.914 | 0.44(0.62) | 0.562 | 0.44(0.62) | 0.559 |
| Constant | 0.00(0.00) | 0.000*** | 0.00(0.00) | 0.000*** | 0.00(0.00) | 0.000*** |
| Clustered by Province IDs | Yes | Yes | Yes | |||
| Year dummies | Included | Included | Included | |||
| Log likelihood | −417.91 | −413.24 | −411.33 | |||
| Wald Chi-square | 117.80 | 127.13 | 130.95 | |||
| N | 1,329 | 1,329 | 1,329 | |||
| Variables | Model 1 | Model 2 | Model 3 | |||
|---|---|---|---|---|---|---|
| Hazard ratio (SE) | Hazard ratio (SE) | Hazard ratio (SE) | ||||
| Gender | 0.47(0.11) | 0.001** | ||||
| Social unrest | 1.38(0.41) | 0.272 | 1.00(0.35) | 0.990 | ||
| Gender × Social unrest | ||||||
| SEZ | 2.30(0.81) | 0.017* | 2.33(0.83) | 0.017* | 2.34(0.83) | 0.017* |
| Coastal_open_city | 1.12(0.32) | 0.683 | 1.21(0.36) | 0.508 | 1.22(0.36) | 0.490 |
| GDP Growth Rate | 1.02(0.05) | 0.764 | 1.02(0.06) | 0.672 | 1.02(0.06) | 0.677 |
| Num_unemployed | 0.91(0.17) | 0.611 | 0.88(0.16) | 0.477 | 0.88(0.16) | 0.491 |
| Num_hosp | 2.74(1.42) | 0.053 | 2.35(1.22) | 0.099 | 2.64(1.38) | 0.063 |
| Num_bus | 0.87(1.10) | 0.914 | 0.44(0.62) | 0.562 | 0.44(0.62) | 0.559 |
| Constant | 0.00(0.00) | 0.000*** | 0.00(0.00) | 0.000*** | 0.00(0.00) | 0.000*** |
| Clustered by Province IDs | Yes | Yes | Yes | |||
| Year dummies | Included | Included | Included | |||
| Log likelihood | −417.91 | −413.24 | −411.33 | |||
| Wald Chi-square | 117.80 | 127.13 | 130.95 | |||
| 1,329 | 1,329 | 1,329 | ||||
Note(s): The hazard rate of engaging in the very first live-streaming activity is the dependent variable. We report odds ratios, standard errors (SE), and p values. Odds ratios are interpreted as the proportional change in hazard rate from a one-unit increase in the predictor of interest. The value of one indicates no change. The values less than one suggest that increases in predictors of interest decrease the hazard rate, and those greater than one denote that increases in predictors of interest increase the hazard rate
*p < 0.05, **p < 0.01, ***p < 0.001
Source(s): Table by authors
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